{"id":"W4396228348","doi":"10.1002/brb3.3481","title":"Total intracranial hemorrhage volume measurement summating all compartments best in traumatic and nontraumatic intracranial bleeding","year":2024,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Royal Columbian Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Compartment (ship); Volume (thermodynamics); Cerebral blood volume; Blood volume; Traumatic brain injury; Anesthesia; Nuclear medicine; Surgery; Hemodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077205,0.0006356676,0.0007683439,0.00102723,0.0001913174,0.001095543,0.0005438565,0.0003813752,0.001247452],"category_scores_gemma":[0.008238435,0.0002891129,0.0004621143,0.0006537311,0.0003225232,0.0004985278,0.0006393892,0.0003811137,0.0003497057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561803,"about_ca_system_score_gemma":0.0002387979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000414884,"about_ca_topic_score_gemma":0.0006731453,"domain_scores_codex":[0.9978818,0.0009755688,0.0002323404,0.000368018,0.0004829121,0.00005923738],"domain_scores_gemma":[0.9952617,0.001425272,0.001925809,0.0004677939,0.0007561913,0.000163103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04996428,0.0005472709,0.7740045,0.001342245,0.001655811,0.0002828033,0.0006145725,0.003020835,0.02692429,0.000381132,0.00327112,0.1379911],"study_design_scores_gemma":[0.00159629,0.008677395,0.9499658,0.0001662093,0.0009610869,0.001943396,0.0002410486,0.006997353,0.02438094,0.000471836,0.004506368,0.00009224978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823743,0.00595177,0.005861349,0.00009698472,0.00009938033,0.0004744531,0.001589595,0.0001908513,0.003361322],"genre_scores_gemma":[0.9909417,0.0004790237,0.006362635,0.00006051874,0.00004392666,0.0002938177,0.0009629724,0.00003112253,0.0008242751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003077205,"threshold_uncertainty_score":0.01627403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054317325013974,"score_gpt":0.3217571451811568,"score_spread":0.2674398201671828,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}